How much of this occupation’s work can be materially affected by current AI systems.
How likely exposure is to translate into reduced human demand.
Includes provisional estimates for AI adoption pressure and labour-market resilience. How this is measured
Confidence reflects task coverage, mapping and capability-evidence quality, and how much of the score rests on provisional inputs.
What is driving the score?
Occupation scores are built from the task mix—not a single prediction about a job title.
Where AI can do more
Routine, digitized, and highly repeatable tasks face the greatest pressure.
- Write reports or notes to summarize testing procedures or outcomes for physicians or other medical professionals.72
- Select appropriate imaging techniques or coils to produce required images.69
- Intravenously inject contrast dyes, such as gadolinium contrast, in accordance with scope of practice.69
- Calibrate magnetic resonance imaging (MRI) console or peripheral hardware.69
Where people still matter
These tasks score lowest on automation feasibility—physical presence, judgement, accountability and real-world variability all resist end-to-end automation.
- Select appropriate imaging techniques or coils to produce required images.01
- Place and secure small, portable magnetic resonance imaging (MRI) scanners on body part to be imaged, such as arm, leg, or head.02
- Create backup copies of images by transferring images from disk to storage media or workstation.03
- Intravenously inject contrast dyes, such as gadolinium contrast, in accordance with scope of practice.04
- Inspect images for quality, using magnetic resonance scanner equipment and laser camera.05
Related occupations
Occupations O*NET links to this one. Relatedness reflects shared work, not a claim that these roles are safer.
Radiologic Technologists and Technicians
Closely related work
Compare these careers →Cardiovascular Technologists and Technicians
Closely related work
Compare these careers →Diagnostic Medical Sonographers
Closely related work
Compare these careers →Nuclear Medicine Technologists
Closely related work
Compare these careers →Radiation Therapists
Related work
Compare these careers →Medical and Clinical Laboratory Technologists
Related work
Compare these careers →Adoption and labour-market outlook
Structural factors are kept separate from raw capability so you can see what actually resists automation. Adoption pressure and labour-market resilience are still provisional models—25% of this occupation’s replacement-risk weight rests on them.
O*NET 30.3 occupational data interpreted through the JobsVsAI capability, automation and structural-constraint models.
